Discover Awesome MCP Servers

Couchbase-Analytics-MCP

A production-grade MCP server for Couchbase Enterprise Analytics, exposing 25 tools to execute SQL++ queries, manage schema and indexes, configure links, and monitor cluster health.

Crawlora MCP

Hosted MCP server for structured public web data — 319 tools across search, maps, commerce, social & finance, returning clean JSON.

MCP Memory

Enables AI assistants to remember and retrieve user information across conversations using vector search technology. Built on Cloudflare infrastructure with isolated user namespaces for secure, persistent memory storage.

ScrapeAPI MCP Server

Enables web scraping of URLs, including extracting text, links, images, metadata, taking screenshots, and using CSS selectors for structured data extraction.

PVZ Fusion MCP Server

Enables AI clients to access PVZ Fusion game rules, FAQ, and official links through the MCP protocol.

Lunch Money MCP Server

Enables interacting with the Lunch Money personal finance API through MCP tools for retrieving user info, transactions, and performing calculations, with minimal response sizes.

google-task-ifttt-webhook-mcp

MCP server running on Cloudflare Workers that exposes a create_google_task tool to send tasks to Google Tasks via IFTTT Maker webhook.

github-mcp-server

A minimal MCP server for GitHub that enables browsing repos, reading code, searching, and getting insights through natural language via Claude, Cursor, or any MCP client.

memoir-mcp

Structured session journals for AI agents. Persistent memory across sessions -- no more repeating dead ends.

Reddit Ads MCP Server

Read-only access to Reddit Ads API v3 for listing ad accounts, campaigns, ad groups, ads, and generating performance reports with OAuth2 authentication.

Infomaniak kSuite MCP Server

A unified MCP server that gives AI agents full access to your Infomaniak kSuite ecosystem, including kDrive, Calendar, Mail, Contacts, kChat, kMeet, Chk, and kPaste.

opentable-watcher-mcp

A watch-and-alert tool for OpenTable availability that polls for open slots and sends alerts, allowing users to manage watches through natural language via Claude MCP.

Engedi

Provides live data API for AI agents with 51 REST endpoints across finance, travel, weather, news, and more, using USDC micropayments without API keys.

Bouyomi-chan MCP Server

A Node.js server that enables AI assistants to interact with Bouyomi-chan's text-to-speech functionality through Model Context Protocol (MCP), allowing for voice reading of text with adjustable parameters.

Perception-MCP

Enables asking questions about image, audio, or video files using state-of-the-art multimodal models. Powered by fal.ai for advanced media analysis and understanding capabilities.

LGTM MCP Server

Provides read-only access to Loki, Prometheus, and Tempo APIs, enabling natural language queries for logs, metrics, and traces. Supports multiple instances and authentication via bearer tokens.

TheBrain MCP Server

Enables AI assistants to interact with TheBrain's knowledge management system for creating, searching, and organizing thoughts, notes, and attachments using natural language. It provides comprehensive tools for managing hierarchical thought structures, link relationships, and file attachments through TheBrain's API.

mcp-qa-toolbox

MCP server providing three QA tools: parse JUnit XML reports, detect flaky tests across multiple runs, and evaluate quality gates with pass/fail decisions.

chathook

Enables AI agents to prompt users for input directly within the chat UI using MCP's elicitation capabilities, allowing for interactive multi-turn conversations without leaving the conversation interface.

FileMaker MCP Server

A server that dynamically exposes FileMaker scripts as tools, providing a Gradio-based user interface for interacting with FileMaker databases through the Model Context Protocol.

SAP OData MCP Server

MCP server for interacting with SAP S/4HANA OData services. It enables querying and controlled creation/update of sales orders, products, customers, and pricing conditions, with safety features like dry-run mode and ETag-based updates.

OCR MCP

An HTTP MCP server that receives a file and a JSON schema, extracts text via local OCR, and fills the JSON values, with optional LLM fallback for unresolved fields.

gecko-surf

Projects an Agent Surface (deterministic call graph) for any OpenAPI, enabling LLM agents to make correct, chain-of-calls interactions without guessing.

Beebole MCP

MCP server to connect Claude with Beebole for time tracking, enabling project and task listing, time entry retrieval, and time logging.

Latitude MCP Server

Enables AI-native prompt management for Latitude.so with full CRUD operations, version control, file-based workflows, and direct prompt execution with streaming support.

mason

Mason indexes your codebase into a persistent concept map linking features and flows to their implementing files, so AI agents can answer "where is X implemented" without running grep/glob. It also provides pre-edit impact analysis and generates CLAUDE.md files from structured analysis of git history, architectural file sampling, and test mappings.

Prometheus MCP Server

A tool that lets users access Prometheus metrics data through a Model Context Protocol server, supporting authentication options for secure data retrieval.

blame-mcp

Provides a self-serve recipe for agents to anonymously post and read blames on blame.today via Nostr.

Xiaohongshu Search & Comment MCP Server

A Playwright-based tool that automates Xiaohongshu (Little Red Book) interactions, enabling users to login, search for notes, view content, and post intelligent comments through natural language commands.

Global Context MCP Gateway

Enterprise-grade intent routing gateway implementing the Model Context Protocol (MCP) spec, optimizing context by routing queries to specialized sub-nodes to reduce token overhead by 85% with negligible latency overhead.